{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "unsigned-bridges",
   "metadata": {},
   "source": [
    "Precharge dimensioning\n",
    "----------------------\n",
    "\n",
    "The capacitor charging starts with an inrush current and ends with an exponential decay down to the steady state condition. When the magnitude of the inrush peak is very large compared to the maximum rating of the components, then component stress is to be expected. The current into a capacitor is known to be $I = C ( d V / d T )$: the peak inrush current will depend upon the capacitance C and the rate of change of the voltage (dV/dT). The inrush current will increase as the capacitance value increases, and the inrush current will increase as the voltage of the power source increases. This second parameter is of primary concern in high voltage power distribution systems. By their nature, high voltage power sources will deliver high voltage into the distribution system. Capacitive loads will then be subject to high inrush currents upon power-up. The stress to the components must be understood and minimized. \n",
    "\n",
    "This script helps selecting the correct precharge resistor depending on the battery system parameters. This script assumes that a circuit is precharged if we have reached 95% of the system voltage. This equals a time constant of $3\\tau$\n",
    "\n",
    "Three cases are calculated within this script. One case assumes the maximum current as limiting factor, a second takes the maximum precharge duration as input factor and the last one uses the precharge resistance as input. In the following variables related to the respective cases are indicated with `curReq`, `timReq` and `resReq`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "future-missile",
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy import integrate\n",
    "\n",
    "# battery system specifications\n",
    "outputCapacitance_F = 0.000385 # capacitance that needs to be precharged in F\n",
    "maximumBatteryVoltage_V = 823.2 # maximum battery voltage in V\n",
    "\n",
    "# Case requirements\n",
    "timReqPrechargeDuration_s = 0.3 # precharge duration in s\n",
    "curReqCurrent_A = 5.0 # maximum allowed current in A\n",
    "resReqPrechargeResistance_ohm = 180.0 # precharge resistance in ohm\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "planned-pipeline",
   "metadata": {},
   "source": [
    "With the required current limit and the given maximum battery voltage the minimum precharge resistance can be calculated to\n",
    "\n",
    "$R_{Precharge}$ = $\\frac{V_{Battery}}{I_{max}}$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "russian-offer",
   "metadata": {},
   "outputs": [],
   "source": [
    "curReqPrechargeResistance_ohm = maximumBatteryVoltage_V / curReqCurrent_A"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "concrete-mercury",
   "metadata": {},
   "source": [
    "With the previously calculated precharge resistance we can calculate the precharge duration (to 95%) for this case to\n",
    "\n",
    "$D$ = $3*\\tau = 3 * R_{precharge} * outputCapacitance_F$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "centered-result",
   "metadata": {},
   "outputs": [],
   "source": [
    "curReqPrechargeDuration_s = 3.0 * curReqPrechargeResistance_ohm * outputCapacitance_F\n",
    "resReqPrechargeDuration_s = 3.0 * resReqPrechargeResistance_ohm * outputCapacitance_F"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "inner-pottery",
   "metadata": {},
   "source": [
    "The precharge resistance to fulfill the timing requirement is calculated to:\n",
    "\n",
    "$\\tau$ = $\\frac{prechargeDuration}{3}$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ceramic-coalition",
   "metadata": {},
   "outputs": [],
   "source": [
    "curReqTau_s = curReqPrechargeDuration_s/3.0\n",
    "timReqTau_s = timReqPrechargeDuration_s/3.0\n",
    "resReqTau_s = resReqPrechargeDuration_s/3.0"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "powerful-alabama",
   "metadata": {},
   "source": [
    "Starting from the output capacitance and the requirement for the precharge duration, the precharge resistance can be calculated to\n",
    "\n",
    "$R_{Precharge}$ = $\\frac{\\tau}{outputCapacitance_F}$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "hourly-wesley",
   "metadata": {},
   "outputs": [],
   "source": [
    "timReqPrechargeResistance_ohm = timReqTau_s / outputCapacitance_F\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "hawaiian-charter",
   "metadata": {},
   "source": [
    "This leads to the following results:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "derived-navigator",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Precharge resistance to fullfil the current requirement:\n",
      "R_min (ohm):\t164.64000000000001\n",
      "D_precharge (s):\t0.19015920000000003\n",
      "\\Precharge resistance to fullfil the timing requirement:\n",
      "R_max (ohm):\t259.7402597402597\n",
      "D_precharge (s):\t0.3\n",
      "\\Precharge resistance to fullfil the precharge resistance requirement:\n",
      "R_max (ohm):\t180.0\n",
      "D_precharge (s):\t0.2079\n"
     ]
    }
   ],
   "source": [
    "print(\"Precharge resistance to fullfil the current requirement:\")\n",
    "print(\"R_min (ohm):\\t\" + str(curReqPrechargeResistance_ohm))\n",
    "print(\"D_precharge (s):\\t\" + str(curReqPrechargeDuration_s))\n",
    "\n",
    "print(\"\\Precharge resistance to fullfil the timing requirement:\")\n",
    "print(\"R_max (ohm):\\t\" + str(timReqPrechargeResistance_ohm))\n",
    "print(\"D_precharge (s):\\t\" + str(timReqPrechargeDuration_s))\n",
    "\n",
    "print(\"\\Precharge resistance to fullfil the precharge resistance requirement:\")\n",
    "print(\"R_max (ohm):\\t\" + str(resReqPrechargeResistance_ohm))\n",
    "print(\"D_precharge (s):\\t\" + str(resReqPrechargeDuration_s))\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "communist-above",
   "metadata": {},
   "source": [
    "Precharge course\n",
    "----------------\n",
    "\n",
    "With a calculated precharge resistance, we can determine the following precharge course for current and voltage during the precharge process:\n",
    "\n",
    "$I(t) = \\dot{Q} = \\frac{U_{Battery}}{R_{Precharge}}e^{-\\frac{1}{R_{Precharge} C_{out}}t} = \\frac{U_{Battery}}{R_{Precharge}}e^{-\\frac{1}{\\tau}t}$\n",
    "\n",
    "$U_{System}(t) = U_{Battery}(1 - e^{-\\frac{1}{R_{Precharge}C_{out}}t}) = U_{Battery}(1 - e^{-\\frac{1}{\\tau}t})$\n",
    "\n",
    "We now calculate the voltage and current values for both the current cases:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "stuffed-jaguar",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1267.2x864 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "timReqArrayPrechargeTime_s = np.arange(0.0, timReqPrechargeDuration_s + 0.5, 0.001)\n",
    "curReqArrayPrechargeTime_s = np.arange(0.0, curReqPrechargeDuration_s + 0.5, 0.001)\n",
    "resReqArrayPrechargeTime_s = np.arange(0.0, resReqPrechargeDuration_s + 0.5, 0.001)\n",
    "\n",
    "# Arrays for precharging with timing requirement\n",
    "timReqArrayCurrent_A = [(maximumBatteryVoltage_V/timReqPrechargeResistance_ohm) * math.exp(-(1/timReqTau_s) * time_step_s) for time_step_s in timReqArrayPrechargeTime_s]\n",
    "timReqArrayVoltage_V = [maximumBatteryVoltage_V * (1 - math.exp(-(1/timReqTau_s)*time_step_s)) for time_step_s in timReqArrayPrechargeTime_s]\n",
    "\n",
    "# Arrays for precharging with current requirement\n",
    "curReqArrayCurrent_A = [(maximumBatteryVoltage_V/resReqPrechargeResistance_ohm) * math.exp(-(1/curReqTau_s) * time_step_s) for time_step_s in curReqArrayPrechargeTime_s]\n",
    "curReqArrayVoltage_V = [maximumBatteryVoltage_V * (1 - math.exp(-(1/curReqTau_s)*time_step_s)) for time_step_s in curReqArrayPrechargeTime_s]\n",
    "\n",
    "# Arrays for precharging with resistance requirement\n",
    "resReqArrayCurrent_A = [(maximumBatteryVoltage_V/resReqPrechargeResistance_ohm) * math.exp(-(1/resReqTau_s) * time_step_s) for time_step_s in resReqArrayPrechargeTime_s]\n",
    "resReqArrayVoltage_V = [maximumBatteryVoltage_V * (1 - math.exp(-(1/resReqTau_s)*time_step_s)) for time_step_s in resReqArrayPrechargeTime_s]\n",
    "\n",
    "# plot data\n",
    "p = []\n",
    "fig, ax1 = plt.subplots(figsize=(17.6, 12.0))\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        timReqArrayPrechargeTime_s,\n",
    "        timReqArrayVoltage_V,\n",
    "        label=\"Voltage (timReq)\",\n",
    "        linewidth=1.5,\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        curReqArrayPrechargeTime_s,\n",
    "        curReqArrayVoltage_V,\n",
    "        label=\"Voltage (curReq)\",\n",
    "        linewidth=1.5,\n",
    "        color=\"cyan\"\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        resReqArrayPrechargeTime_s,\n",
    "        resReqArrayVoltage_V,\n",
    "        label=\"Voltage (resReq)\",\n",
    "        linewidth=1.5,\n",
    "        color=\"orange\"\n",
    "    )\n",
    ")\n",
    "\n",
    "\n",
    "# add horizontal line at 95% system voltage -> at this voltage level we would close second main contactor\n",
    "ax1.axhline(y=0.95*maximumBatteryVoltage_V, ls='--', lw=1)\n",
    "\n",
    "ax2=ax1.twinx()\n",
    "\n",
    "p.extend(\n",
    "    ax2.plot(\n",
    "        timReqArrayPrechargeTime_s,\n",
    "        timReqArrayCurrent_A,\n",
    "        label=\"Current (timReq)\",\n",
    "        linewidth=1.5,\n",
    "        color=\"red\",\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax2.plot(\n",
    "        curReqArrayPrechargeTime_s,\n",
    "        curReqArrayCurrent_A,\n",
    "        label=\"Current (curReq)\",\n",
    "        linewidth=1.5,\n",
    "        color=\"black\",\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax2.plot(\n",
    "        resReqArrayPrechargeTime_s,\n",
    "        resReqArrayCurrent_A,\n",
    "        label=\"Current (resReq)\",\n",
    "        linewidth=1.5,\n",
    "        color=\"pink\",\n",
    "    )\n",
    ")\n",
    "\n",
    "\n",
    "ax1.set_ylabel(\"System voltage in (V)\", fontsize=16)\n",
    "ax2.set_ylabel(\"Precharge current (A)\", fontsize=16)\n",
    "ax1.set_xlabel(\"Time (s)\", fontsize=16)\n",
    "\n",
    "ax1.grid(axis=\"x\", color=\"black\", linestyle=\"dashed\", linewidth=0.6, which=\"major\")\n",
    "ax1.grid(axis=\"y\", color=\"black\", linestyle=\"dashed\", linewidth=0.6, which=\"major\")\n",
    "\n",
    "labs = [l.get_label() for l in p]\n",
    "ax1.legend(\n",
    "    p,\n",
    "    labs,\n",
    "    loc=\"lower right\",\n",
    "    fancybox=True,\n",
    "    shadow=True,\n",
    "    ncol=5,\n",
    "    prop={\"size\": 14},\n",
    ")\n",
    "\n",
    "ax1.set_title(\"Voltage and current during precharging\", fontsize=28)\n",
    "plt.tick_params(axis=\"both\", which=\"major\", labelsize=\"16\")\n",
    "plt.show()\n",
    "    \n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "sunrise-davis",
   "metadata": {},
   "source": [
    "Now we can calculate the losses in the precharge resistor as follows:\n",
    "\n",
    "$P_{Precharge}(t) = \\frac{U_{Precharge}^2}{R_{Precharge}} = \\frac{(U_{Battery} - U_{System}(t))^2}{R_{Precharge}}$\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "rural-offering",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1267.2x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Minimum and maximum precharge losses\n",
    "timReqArrayPower_W = [((maximumBatteryVoltage_V - systemVoltage_V)**2)/timReqPrechargeResistance_ohm for systemVoltage_V in timReqArrayVoltage_V]\n",
    "curReqArrayPower_W = [((maximumBatteryVoltage_V - systemVoltage_V)**2)/curReqPrechargeResistance_ohm for systemVoltage_V in curReqArrayVoltage_V]\n",
    "resReqArrayPower_W = [((maximumBatteryVoltage_V - systemVoltage_V)**2)/resReqPrechargeResistance_ohm for systemVoltage_V in resReqArrayVoltage_V]\n",
    "\n",
    "\n",
    "# plot data\n",
    "p = []\n",
    "fig, ax1 = plt.subplots(figsize=(17.6, 12.0))\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        timReqArrayPrechargeTime_s,\n",
    "        timReqArrayPower_W,\n",
    "        label=\"Power loss (timReq)\",\n",
    "        linewidth=1.5,\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        curReqArrayPrechargeTime_s,\n",
    "        curReqArrayPower_W,\n",
    "        label=\"Power loss (curReq)\",\n",
    "        linewidth=1.5,\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        resReqArrayPrechargeTime_s,\n",
    "        resReqArrayPower_W,\n",
    "        label=\"Power loss (resReq)\",\n",
    "        linewidth=1.5,\n",
    "    )\n",
    ")\n",
    "\n",
    "ax1.set_ylabel(\"Precharge losses (W)\", fontsize=16)\n",
    "ax1.set_xlabel(\"Time (s)\", fontsize=16)\n",
    "\n",
    "ax1.grid(axis=\"x\", color=\"black\", linestyle=\"dashed\", linewidth=0.6, which=\"major\")\n",
    "ax1.grid(axis=\"y\", color=\"black\", linestyle=\"dashed\", linewidth=0.6, which=\"major\")\n",
    "\n",
    "labs = [l.get_label() for l in p]\n",
    "ax1.legend(\n",
    "    p,\n",
    "    labs,\n",
    "    loc=\"lower right\",\n",
    "    fancybox=True,\n",
    "    shadow=True,\n",
    "    ncol=5,\n",
    "    prop={\"size\": 14},\n",
    ")\n",
    "\n",
    "ax1.set_title(\"Power loss during precharging\", fontsize=28)\n",
    "plt.tick_params(axis=\"both\", which=\"major\", labelsize=\"16\")\n",
    "plt.show()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "careful-effects",
   "metadata": {},
   "source": [
    "Integrating these losses over the course of precharging gives us the amount of energy that the precharge resistor needs to sustain.\n",
    "\n",
    "$E_{Precharge}(t) = P_{Precharge}(t) t$\n",
    "\n",
    "The total energy loss is calculated as\n",
    "\n",
    "$E_{Total} = \\int_0^\\infty P_{Precharge}(t)\\mathrm{d}t$\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "detailed-university",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1267.2x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "timReqArrayEnergy_Ws = integrate.cumtrapz(timReqArrayPower_W, timReqArrayPrechargeTime_s, initial=0)\n",
    "curReqArrayEnergy_Ws = integrate.cumtrapz(curReqArrayPower_W, curReqArrayPrechargeTime_s, initial=0)\n",
    "resReqArrayEnergy_Ws = integrate.cumtrapz(resReqArrayPower_W, resReqArrayPrechargeTime_s, initial=0)\n",
    "\n",
    "# plot data\n",
    "p = []\n",
    "fig, ax1 = plt.subplots(figsize=(17.6, 12.0))\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        timReqArrayPrechargeTime_s,\n",
    "        timReqArrayEnergy_Ws,\n",
    "        label=\"Energy (timReq)\",\n",
    "        linewidth=1.5,\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        curReqArrayPrechargeTime_s,\n",
    "        curReqArrayEnergy_Ws,\n",
    "        label=\"Energy (curReq)\",\n",
    "        linewidth=1.5,\n",
    "    )\n",
    ")\n",
    "p.extend(\n",
    "    ax1.plot(\n",
    "        resReqArrayPrechargeTime_s,\n",
    "        resReqArrayEnergy_Ws,\n",
    "        label=\"Energy (resReq)\",\n",
    "        linewidth=1.5,\n",
    "    )\n",
    ")\n",
    "\n",
    "ax1.set_ylabel(\"Loss energy (Ws)\", fontsize=16)\n",
    "ax1.set_xlabel(\"Time (s)\", fontsize=16)\n",
    "\n",
    "ax1.grid(axis=\"x\", color=\"black\", linestyle=\"dashed\", linewidth=0.6, which=\"major\")\n",
    "ax1.grid(axis=\"y\", color=\"black\", linestyle=\"dashed\", linewidth=0.6, which=\"major\")\n",
    "\n",
    "labs = [l.get_label() for l in p]\n",
    "ax1.legend(\n",
    "    p,\n",
    "    labs,\n",
    "    loc=\"lower right\",\n",
    "    fancybox=True,\n",
    "    shadow=True,\n",
    "    ncol=5,\n",
    "    prop={\"size\": 14},\n",
    ")\n",
    "\n",
    "ax1.set_title(\"Energy loss during precharging\", fontsize=28)\n",
    "plt.tick_params(axis=\"both\", which=\"major\", labelsize=\"16\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "narrow-delaware",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
